Habitat Suitability Report
Inputs
- Species: White shark (Carcharodon carcharias)
- Thinning: Thinned satellite data (PSAT and SPOT)
- Ratio: 1:2 observation:pseudo-absence ratio
- Spatial extent: Cropped to 750 m isobath
- Covariates used: non-seal (sst, tbtm, log depth, sbtm, seals, vel_mag, xbtm)
- Metrics: evaluated using area under the receiver operator curve (roc_auc)
Nowcast and Forecast Maps
Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
Metrics
| model_type | roc_auc |
|---|---|
| rf | 0.9897683 |
| bt | 0.8397647 |
| maxnet | 0.7494153 |
| gam | 0.7529174 |
| glm | 0.7109643 |
Variable Importance
Partial Dependence
